Interpretability Image processing Mathematical morphology Inverse problems Détection d'anomalies Audio source separation Nonparametric estimation Image understanding Medical imaging Inverse problem Image denoising Bootstrap Reverberation Source separation Room acoustics Task analysis Speech enhancement Video coding Training MRI Representation learning Deep Learning Informed source separation Wavelet analysis Anomaly detection Adaptation models Data augmentation Signal processing Débruitage Natural language processing Apprentissage automatique Bipartite ranking Machine learning Time-frequency analysis Estimation Nonnegative matrix factorization Visualization Feature learning Handwriting recognition Convolutional neural networks Image segmentation Compression Polarimetry Patches Music information retrieval Blind source separation Artificial intelligence Machine Learning Diffusion Image restoration Affective computing Deep learning Transformers EEG Nonnegative matrix factorisation Change detection Computer Graphics Filtering HEVC ESPRIT Optimization Super-resolution Computer vision Room impulse response Non-negative matrix factorization AVC Neural networks Speckle Character recognition Despeckling Retina imaging Feature extraction Self-supervised learning Empirical risk minimization Optimal transport Classification Remote sensing Convex optimization Video compression SAR Multivariate extremes Apprentissage profond Apprentissage statistique Computer graphics Stochastic approximation Imagerie médicale Segmentation Variational inference Hidden Markov models Detection Non-local means Clustering Réseaux de neurones Variational methods Brain imaging Ranking Denoising Texture synthesis Explainability Feature selection